Infobird Co Ltd is a software-as-a-service (SaaS) provider of AI-powered customer engagement solutions in China. The Company provides standard and customized customer relationship management cloud-based services, including SaaS and business process outsourcing (BPO) services. It generates revenue from the development and sale of software licenses for customized software, as well as from business integration solution services and digital advertising and marketing campaign services. Digital advertising revenue is generated from developing and executing advertising plans based on customer needs, and the Company generally provides limited warranties for work performed under its business integration solution contracts. The Company generates maximum revenue from its operations in Mainland China.